| Multiple Linear Regression - Estimated Regression Equation |
| E3[t] = + 11.1757460102206 + 0.0933465395130204I1[t] -0.214258649425862I2[t] -0.0325037065429095I3[t] + 0.48490362439982E1[t] + 0.183317170772734E2[t] + 0.00644604034031199A[t] -0.74507856106951M1[t] -1.10306484304699M2[t] -1.36210269196833M3[t] -1.61391375859311M4[t] -0.849665634456002M5[t] -1.80668249187344M6[t] -0.697765856712318M7[t] -2.30617763808316M8[t] -3.09883747951009M9[t] -1.09821650493056M10[t] -0.342077502478023M11[t] + e[t] |
| Multiple Linear Regression - Ordinary Least Squares | |||||
| Variable | Parameter | S.D. | T-STAT H0: parameter = 0 | 2-tail p-value | 1-tail p-value |
| (Intercept) | 11.1757460102206 | 2.818611 | 3.965 | 0.000115 | 5.8e-05 |
| I1 | 0.0933465395130204 | 0.112447 | 0.8301 | 0.407834 | 0.203917 |
| I2 | -0.214258649425862 | 0.093031 | -2.3031 | 0.022706 | 0.011353 |
| I3 | -0.0325037065429095 | 0.07275 | -0.4468 | 0.655702 | 0.327851 |
| E1 | 0.48490362439982 | 0.097089 | 4.9944 | 2e-06 | 1e-06 |
| E2 | 0.183317170772734 | 0.078918 | 2.3229 | 0.021586 | 0.010793 |
| A | 0.00644604034031199 | 0.117025 | 0.0551 | 0.956149 | 0.478075 |
| M1 | -0.74507856106951 | 1.289154 | -0.578 | 0.564194 | 0.282097 |
| M2 | -1.10306484304699 | 1.279738 | -0.8619 | 0.39015 | 0.195075 |
| M3 | -1.36210269196833 | 1.29205 | -1.0542 | 0.293549 | 0.146774 |
| M4 | -1.61391375859311 | 1.285242 | -1.2557 | 0.211248 | 0.105624 |
| M5 | -0.849665634456002 | 1.281527 | -0.663 | 0.508384 | 0.254192 |
| M6 | -1.80668249187344 | 1.293269 | -1.397 | 0.164566 | 0.082283 |
| M7 | -0.697765856712318 | 1.317342 | -0.5297 | 0.597151 | 0.298576 |
| M8 | -2.30617763808316 | 1.301698 | -1.7717 | 0.078565 | 0.039282 |
| M9 | -3.09883747951009 | 1.299025 | -2.3855 | 0.018356 | 0.009178 |
| M10 | -1.09821650493056 | 1.313657 | -0.836 | 0.40454 | 0.20227 |
| M11 | -0.342077502478023 | 1.379769 | -0.2479 | 0.804547 | 0.402273 |
| Multiple Linear Regression - Regression Statistics | |
| Multiple R | 0.517974442513802 |
| R-squared | 0.268297523097484 |
| Adjusted R-squared | 0.181915980685381 |
| F-TEST (value) | 3.1059589306418 |
| F-TEST (DF numerator) | 17 |
| F-TEST (DF denominator) | 144 |
| p-value | 0.000112094385960715 |
| Multiple Linear Regression - Residual Statistics | |
| Residual Standard Deviation | 3.29194473072685 |
| Sum Squared Residuals | 1560.51361586308 |
| Multiple Linear Regression - Actuals, Interpolation, and Residuals | |||
| Time or Index | Actuals | Interpolation Forecast | Residuals Prediction Error |
| 1 | 23 | 21.9706274268391 | 1.02937257316091 |
| 2 | 20 | 22.80378101857 | -2.80378101857003 |
| 3 | 20 | 20.9375115648831 | -0.937511564883073 |
| 4 | 21 | 20.7205214376837 | 0.279478562316287 |
| 5 | 24 | 23.8604418466408 | 0.139558153359162 |
| 6 | 22 | 24.4082704468556 | -2.40827044685555 |
| 7 | 23 | 26.1253436641607 | -3.1253436641607 |
| 8 | 20 | 24.8789582559732 | -4.87895825597318 |
| 9 | 25 | 20.5159368339321 | 4.48406316606786 |
| 10 | 23 | 22.7262396886283 | 0.273760311371669 |
| 11 | 27 | 24.2710086912188 | 2.72899130878122 |
| 12 | 27 | 24.7562226292249 | 2.24377737077511 |
| 13 | 22 | 24.6484597767362 | -2.64845977673624 |
| 14 | 24 | 23.3873699976819 | 0.612630002318098 |
| 15 | 25 | 23.7758301916259 | 1.22416980837414 |
| 16 | 22 | 22.3928668685623 | -0.392866868562341 |
| 17 | 28 | 25.2294317390979 | 2.7705682609021 |
| 18 | 28 | 23.2955817545657 | 4.70441824543428 |
| 19 | 27 | 23.5795101323656 | 3.42048986763442 |
| 20 | 25 | 24.040728061235 | 0.959271938765037 |
| 21 | 16 | 17.5056721401812 | -1.50567214018122 |
| 22 | 28 | 24.2887780358838 | 3.71122196411621 |
| 23 | 21 | 22.5110758381229 | -1.51107583812291 |
| 24 | 24 | 26.1915073908412 | -2.19150739084118 |
| 25 | 27 | 25.5164161208082 | 1.48358387919183 |
| 26 | 14 | 22.2897536786517 | -8.28975367865174 |
| 27 | 14 | 22.0307158297304 | -8.0307158297304 |
| 28 | 27 | 20.4349641403671 | 6.56503585963287 |
| 29 | 20 | 17.2222652548069 | 2.7777347451931 |
| 30 | 21 | 22.8373300646415 | -1.83733006464146 |
| 31 | 22 | 23.3538788165939 | -1.35387881659387 |
| 32 | 21 | 21.3279429998876 | -0.327942999887616 |
| 33 | 12 | 18.7550239828073 | -6.75502398280733 |
| 34 | 20 | 20.3860938310731 | -0.386093831073077 |
| 35 | 24 | 23.6588039654501 | 0.341196034549888 |
| 36 | 19 | 23.748794831423 | -4.74879483142303 |
| 37 | 28 | 25.0737722133502 | 2.92622778664975 |
| 38 | 23 | 23.3521298281659 | -0.352129828165884 |
| 39 | 27 | 24.3839817098557 | 2.61601829014432 |
| 40 | 22 | 22.6210076106532 | -0.621007610653247 |
| 41 | 27 | 23.9501252527689 | 3.04987474723109 |
| 42 | 26 | 21.9340519819849 | 4.06594801801514 |
| 43 | 22 | 22.2204538848763 | -0.220453884876313 |
| 44 | 21 | 20.7503352014156 | 0.249664798584396 |
| 45 | 19 | 18.8158287038725 | 0.184171296127495 |
| 46 | 24 | 21.7150086533395 | 2.28499134666054 |
| 47 | 19 | 22.4568385152378 | -3.45683851523784 |
| 48 | 26 | 24.2071612666874 | 1.7928387333126 |
| 49 | 22 | 23.4411397760864 | -1.44113977608639 |
| 50 | 28 | 22.1172269730566 | 5.88277302694342 |
| 51 | 21 | 20.9888312888933 | 0.0111687111067208 |
| 52 | 23 | 22.0852102096924 | 0.914789790307647 |
| 53 | 28 | 24.4955392036354 | 3.50446079636455 |
| 54 | 10 | 22.2923681963628 | -12.2923681963628 |
| 55 | 24 | 22.9652160112393 | 1.0347839887607 |
| 56 | 21 | 20.4893665541505 | 0.51063344584947 |
| 57 | 21 | 20.7476876526905 | 0.252312347309542 |
| 58 | 24 | 23.0652275101089 | 0.934772489891149 |
| 59 | 24 | 22.302763139886 | 1.69723686011402 |
| 60 | 25 | 18.1178534822147 | 6.88214651778526 |
| 61 | 25 | 20.4572845405248 | 4.54271545947521 |
| 62 | 23 | 21.4902038466919 | 1.50979615330813 |
| 63 | 21 | 20.3137887468527 | 0.686211253147296 |
| 64 | 16 | 21.9396096154566 | -5.93960961545665 |
| 65 | 17 | 20.3708007786535 | -3.37080077865347 |
| 66 | 25 | 23.987519729849 | 1.01248027015096 |
| 67 | 24 | 22.8719758847535 | 1.12802411524653 |
| 68 | 23 | 20.7719727522576 | 2.22802724774238 |
| 69 | 25 | 21.5376345886358 | 3.4623654113642 |
| 70 | 23 | 24.2579562376797 | -1.25795623767966 |
| 71 | 28 | 24.54879701507 | 3.45120298493004 |
| 72 | 26 | 23.8386776006902 | 2.16132239930979 |
| 73 | 22 | 21.6310723247977 | 0.368927675202336 |
| 74 | 19 | 23.6835858176535 | -4.68358581765348 |
| 75 | 26 | 23.1177383881883 | 2.88226161181175 |
| 76 | 18 | 19.9849979203407 | -1.98499792034074 |
| 77 | 18 | 19.8977080785326 | -1.89770807853256 |
| 78 | 25 | 23.1349277907076 | 1.86507220929239 |
| 79 | 27 | 25.3845294287865 | 1.61547057121345 |
| 80 | 12 | 20.6725229882035 | -8.6725229882035 |
| 81 | 15 | 22.0016627080834 | -7.00166270808344 |
| 82 | 21 | 22.0941107528682 | -1.0941107528682 |
| 83 | 23 | 21.9662664892962 | 1.03373351070378 |
| 84 | 22 | 24.5488118618058 | -2.5488118618058 |
| 85 | 21 | 22.1155656084172 | -1.1155656084172 |
| 86 | 24 | 22.2502315872935 | 1.74976841270655 |
| 87 | 27 | 23.921430166458 | 3.07856983354196 |
| 88 | 22 | 21.1898357020822 | 0.81016429791784 |
| 89 | 28 | 23.2046054968588 | 4.79539450314121 |
| 90 | 26 | 20.3982195069528 | 5.60178049304718 |
| 91 | 10 | 17.7248638916655 | -7.72486389166552 |
| 92 | 19 | 20.5933271493192 | -1.59332714931921 |
| 93 | 22 | 22.6574076039356 | -0.657407603935642 |
| 94 | 21 | 24.04989561132 | -3.04989561132001 |
| 95 | 24 | 24.1868169572992 | -0.186816957299186 |
| 96 | 25 | 24.4422997367708 | 0.557700263229198 |
| 97 | 21 | 22.8141928972121 | -1.81419289721215 |
| 98 | 20 | 21.270177914428 | -1.27017791442795 |
| 99 | 21 | 22.7972728084555 | -1.79727280845551 |
| 100 | 24 | 22.0870436701002 | 1.91295632989978 |
| 101 | 23 | 24.5947032669079 | -1.59470326690795 |
| 102 | 18 | 19.3183033238726 | -1.31830332387258 |
| 103 | 24 | 22.5750383651549 | 1.42496163484508 |
| 104 | 24 | 21.9256597502162 | 2.0743402497838 |
| 105 | 19 | 19.8993146173573 | -0.899314617357299 |
| 106 | 20 | 20.8114907569164 | -0.81149075691637 |
| 107 | 18 | 22.7235420454463 | -4.72354204544632 |
| 108 | 20 | 24.0138985126706 | -4.01389851267061 |
| 109 | 27 | 25.2318995292659 | 1.76810047073409 |
| 110 | 23 | 21.6430797185672 | 1.35692028143279 |
| 111 | 26 | 26.396577640463 | -0.396577640463016 |
| 112 | 23 | 23.2580925235832 | -0.258092523583242 |
| 113 | 17 | 20.4285867711636 | -3.42858677116356 |
| 114 | 21 | 19.7771759080424 | 1.22282409195763 |
| 115 | 25 | 25.4505769662085 | -0.45057696620851 |
| 116 | 23 | 19.6370358335717 | 3.36296416642829 |
| 117 | 27 | 20.9299322992324 | 6.0700677007676 |
| 118 | 24 | 23.8708308826555 | 0.12916911734448 |
| 119 | 20 | 20.7935998833891 | -0.793599883389143 |
| 120 | 27 | 21.759345880205 | 5.24065411979503 |
| 121 | 21 | 21.6167579675544 | -0.616757967554431 |
| 122 | 24 | 21.452309921418 | 2.547690078582 |
| 123 | 21 | 23.5686772075697 | -2.56867720756973 |
| 124 | 15 | 16.8386069062362 | -1.83860690623617 |
| 125 | 25 | 25.3839743655117 | -0.38397436551166 |
| 126 | 25 | 22.6177314374061 | 2.38226856259394 |
| 127 | 22 | 23.1134271232432 | -1.1134271232432 |
| 128 | 24 | 23.3561583274633 | 0.64384167253665 |
| 129 | 21 | 18.5264713086623 | 2.47352869133767 |
| 130 | 22 | 21.4706296212227 | 0.529370378777291 |
| 131 | 23 | 20.8116470470037 | 2.18835295299628 |
| 132 | 22 | 23.2772036804049 | -1.27720368040494 |
| 133 | 20 | 22.075939933588 | -2.07593993358799 |
| 134 | 23 | 22.8654125234025 | 0.134587476597461 |
| 135 | 25 | 22.4271972019003 | 2.57280279809971 |
| 136 | 23 | 21.2043252643087 | 1.79567473569133 |
| 137 | 22 | 24.5622626447982 | -2.56226264479821 |
| 138 | 25 | 21.6634742121806 | 3.33652578781944 |
| 139 | 26 | 24.4747509820971 | 1.52524901790293 |
| 140 | 22 | 21.5019382732528 | 0.498061726747236 |
| 141 | 24 | 20.3259400113721 | 3.67405998862788 |
| 142 | 24 | 24.435094517859 | -0.435094517859034 |
| 143 | 25 | 23.4758583177966 | 1.52414168220339 |
| 144 | 20 | 22.758951505494 | -2.75895150549404 |
| 145 | 26 | 23.9316100532101 | 2.06838994678987 |
| 146 | 21 | 20.5108399506323 | 0.489160049367654 |
| 147 | 26 | 22.9463048636468 | 3.05369513635323 |
| 148 | 21 | 21.7885914383416 | -0.788591438341556 |
| 149 | 22 | 22.1710583060005 | -0.171058306000534 |
| 150 | 16 | 20.8513386571445 | -4.85133865714455 |
| 151 | 26 | 22.160434848855 | 3.83956515114499 |
| 152 | 28 | 23.0540538530538 | 4.94594614694624 |
| 153 | 18 | 21.7814875492373 | -3.78148754923732 |
| 154 | 25 | 25.828643900445 | -0.828643900444986 |
| 155 | 23 | 25.2929820947832 | -2.29298209478322 |
| 156 | 21 | 22.3392716215674 | -1.33927162156738 |
| 157 | 20 | 24.4752618316096 | -4.47526183160959 |
| 158 | 25 | 21.883897223787 | 3.11610277621298 |
| 159 | 22 | 24.3941423914774 | -2.3941423914774 |
| 160 | 21 | 21.4543266925918 | -0.454326692591813 |
| 161 | 16 | 19.6284969946233 | -3.62849699462328 |
| 162 | 18 | 19.483706989434 | -1.48370698943402 |
| Goldfeld-Quandt test for Heteroskedasticity | |||
| p-values | Alternative Hypothesis | ||
| breakpoint index | greater | 2-sided | less |
| 21 | 0.673780134136907 | 0.652439731726187 | 0.326219865863094 |
| 22 | 0.742055281544543 | 0.515889436910913 | 0.257944718455457 |
| 23 | 0.618972822381607 | 0.762054355236786 | 0.381027177618393 |
| 24 | 0.524862792057282 | 0.950274415885436 | 0.475137207942718 |
| 25 | 0.565767220066075 | 0.868465559867849 | 0.434232779933925 |
| 26 | 0.711063815771117 | 0.577872368457767 | 0.288936184228883 |
| 27 | 0.732586651082276 | 0.534826697835448 | 0.267413348917724 |
| 28 | 0.879673964934689 | 0.240652070130622 | 0.120326035065311 |
| 29 | 0.893776935782614 | 0.212446128434773 | 0.106223064217386 |
| 30 | 0.851816216126958 | 0.296367567746085 | 0.148183783873042 |
| 31 | 0.81479620818473 | 0.370407583630541 | 0.185203791815271 |
| 32 | 0.768772061907375 | 0.46245587618525 | 0.231227938092625 |
| 33 | 0.752252941269494 | 0.495494117461011 | 0.247747058730506 |
| 34 | 0.695906993305927 | 0.608186013388146 | 0.304093006694073 |
| 35 | 0.645143814698784 | 0.709712370602432 | 0.354856185301216 |
| 36 | 0.608439149713431 | 0.783121700573138 | 0.391560850286569 |
| 37 | 0.705298041819628 | 0.589403916360744 | 0.294701958180372 |
| 38 | 0.690217979286814 | 0.619564041426372 | 0.309782020713186 |
| 39 | 0.680189266269505 | 0.63962146746099 | 0.319810733730495 |
| 40 | 0.721302672759894 | 0.557394654480213 | 0.278697327240106 |
| 41 | 0.680226013912118 | 0.639547972175763 | 0.319773986087882 |
| 42 | 0.690764861882113 | 0.618470276235773 | 0.309235138117887 |
| 43 | 0.659857381999433 | 0.680285236001135 | 0.340142618000567 |
| 44 | 0.600920148458544 | 0.798159703082913 | 0.399079851541456 |
| 45 | 0.542776252461957 | 0.914447495076085 | 0.457223747538043 |
| 46 | 0.550219551857512 | 0.899560896284976 | 0.449780448142488 |
| 47 | 0.580779786958043 | 0.838440426083914 | 0.419220213041957 |
| 48 | 0.622095841154368 | 0.755808317691265 | 0.377904158845632 |
| 49 | 0.572321767230505 | 0.85535646553899 | 0.427678232769495 |
| 50 | 0.787568515160834 | 0.424862969678333 | 0.212431484839166 |
| 51 | 0.752366641773536 | 0.495266716452928 | 0.247633358226464 |
| 52 | 0.710785506239243 | 0.578428987521514 | 0.289214493760757 |
| 53 | 0.70333182476602 | 0.59333635046796 | 0.29666817523398 |
| 54 | 0.980676367875176 | 0.0386472642496487 | 0.0193236321248244 |
| 55 | 0.976363581217664 | 0.047272837564673 | 0.0236364187823365 |
| 56 | 0.968038601924575 | 0.0639227961508494 | 0.0319613980754247 |
| 57 | 0.957502287529103 | 0.0849954249417944 | 0.0424977124708972 |
| 58 | 0.94693217871036 | 0.106135642579279 | 0.0530678212896397 |
| 59 | 0.935726357111712 | 0.128547285776576 | 0.0642736428882881 |
| 60 | 0.97358015063979 | 0.0528396987204181 | 0.0264198493602091 |
| 61 | 0.983487787295896 | 0.0330244254082076 | 0.0165122127041038 |
| 62 | 0.979071884016304 | 0.0418562319673925 | 0.0209281159836962 |
| 63 | 0.971790940120422 | 0.0564181197591568 | 0.0282090598795784 |
| 64 | 0.988100587149163 | 0.0237988257016737 | 0.0118994128508369 |
| 65 | 0.988757310274807 | 0.0224853794503857 | 0.0112426897251928 |
| 66 | 0.985543607391074 | 0.0289127852178527 | 0.0144563926089263 |
| 67 | 0.981145327328922 | 0.0377093453421559 | 0.0188546726710779 |
| 68 | 0.976996642922538 | 0.0460067141549238 | 0.0230033570774619 |
| 69 | 0.97721972185076 | 0.0455605562984814 | 0.0227802781492407 |
| 70 | 0.97271110661184 | 0.0545777867763197 | 0.0272888933881599 |
| 71 | 0.97105517404142 | 0.0578896519171579 | 0.0289448259585789 |
| 72 | 0.965189477193076 | 0.0696210456138471 | 0.0348105228069236 |
| 73 | 0.957469101040505 | 0.08506179791899 | 0.042530898959495 |
| 74 | 0.976683742409212 | 0.0466325151815757 | 0.0233162575907879 |
| 75 | 0.974745833950636 | 0.0505083320987272 | 0.0252541660493636 |
| 76 | 0.967820703149352 | 0.0643585937012966 | 0.0321792968506483 |
| 77 | 0.96241871599035 | 0.0751625680192985 | 0.0375812840096493 |
| 78 | 0.955362292369837 | 0.0892754152603258 | 0.0446377076301629 |
| 79 | 0.944149925508255 | 0.111700148983491 | 0.0558500744917453 |
| 80 | 0.989476383549414 | 0.0210472329011719 | 0.0105236164505859 |
| 81 | 0.998112268402268 | 0.00377546319546389 | 0.00188773159773194 |
| 82 | 0.997372910542745 | 0.00525417891450927 | 0.00262708945725464 |
| 83 | 0.996894814475836 | 0.00621037104832741 | 0.0031051855241637 |
| 84 | 0.996598074474898 | 0.006803851050203 | 0.0034019255251015 |
| 85 | 0.99512511026197 | 0.00974977947606012 | 0.00487488973803006 |
| 86 | 0.994012239318008 | 0.0119755213639842 | 0.00598776068199209 |
| 87 | 0.99386290215221 | 0.0122741956955801 | 0.00613709784779005 |
| 88 | 0.99179999433887 | 0.01640001132226 | 0.00820000566113 |
| 89 | 0.993350152756786 | 0.0132996944864277 | 0.00664984724321384 |
| 90 | 0.99703578985568 | 0.00592842028864035 | 0.00296421014432018 |
| 91 | 0.999725285392038 | 0.000549429215924009 | 0.000274714607962004 |
| 92 | 0.999692180586503 | 0.000615638826993202 | 0.000307819413496601 |
| 93 | 0.999569259262835 | 0.000861481474329882 | 0.000430740737164941 |
| 94 | 0.99949400302693 | 0.00101199394614027 | 0.000505996973070133 |
| 95 | 0.999188285268234 | 0.00162342946353197 | 0.000811714731765986 |
| 96 | 0.998732555107203 | 0.00253488978559356 | 0.00126744489279678 |
| 97 | 0.99820255084886 | 0.00359489830228021 | 0.00179744915114011 |
| 98 | 0.99776278949774 | 0.00447442100452017 | 0.00223721050226008 |
| 99 | 0.99695630610539 | 0.00608738778921919 | 0.00304369389460959 |
| 100 | 0.996403279575709 | 0.00719344084858298 | 0.00359672042429149 |
| 101 | 0.995251250307318 | 0.0094974993853631 | 0.00474874969268155 |
| 102 | 0.995002826014837 | 0.00999434797032508 | 0.00499717398516254 |
| 103 | 0.992964594121904 | 0.0140708117561911 | 0.00703540587809555 |
| 104 | 0.990432302682857 | 0.0191353946342854 | 0.00956769731714272 |
| 105 | 0.990130722321336 | 0.0197385553573282 | 0.00986927767866411 |
| 106 | 0.986859410616896 | 0.0262811787662088 | 0.0131405893831044 |
| 107 | 0.988187439349438 | 0.023625121301124 | 0.011812560650562 |
| 108 | 0.988985842666954 | 0.0220283146660929 | 0.0110141573330465 |
| 109 | 0.990895294127172 | 0.0182094117456553 | 0.00910470587282763 |
| 110 | 0.986756306934254 | 0.0264873861314912 | 0.0132436930657456 |
| 111 | 0.980719932699082 | 0.0385601346018352 | 0.0192800673009176 |
| 112 | 0.972344744557666 | 0.0553105108846686 | 0.0276552554423343 |
| 113 | 0.966028206933566 | 0.0679435861328672 | 0.0339717930664336 |
| 114 | 0.95331638692388 | 0.0933672261522384 | 0.0466836130761192 |
| 115 | 0.938050914579847 | 0.123898170840306 | 0.0619490854201528 |
| 116 | 0.925079406096024 | 0.149841187807952 | 0.074920593903976 |
| 117 | 0.951621072651202 | 0.096757854697596 | 0.048378927348798 |
| 118 | 0.93315591851926 | 0.13368816296148 | 0.06684408148074 |
| 119 | 0.921096115754872 | 0.157807768490256 | 0.0789038842451279 |
| 120 | 0.952911989277773 | 0.0941760214444533 | 0.0470880107222266 |
| 121 | 0.93504519762049 | 0.129909604759021 | 0.0649548023795107 |
| 122 | 0.913344592723854 | 0.173310814552292 | 0.086655407276146 |
| 123 | 0.93295980660346 | 0.134080386793082 | 0.0670401933965408 |
| 124 | 0.931513966021906 | 0.136972067956188 | 0.0684860339780941 |
| 125 | 0.908011633435994 | 0.183976733128012 | 0.0919883665640059 |
| 126 | 0.919664426866077 | 0.160671146267845 | 0.0803355731339227 |
| 127 | 0.895197167747646 | 0.209605664504708 | 0.104802832252354 |
| 128 | 0.86756886087989 | 0.26486227824022 | 0.13243113912011 |
| 129 | 0.822283250398191 | 0.355433499203617 | 0.177716749601809 |
| 130 | 0.762055281543286 | 0.475889436913429 | 0.237944718456714 |
| 131 | 0.700034818610664 | 0.599930362778672 | 0.299965181389336 |
| 132 | 0.62164192768063 | 0.75671614463874 | 0.37835807231937 |
| 133 | 0.729771721242096 | 0.540456557515808 | 0.270228278757904 |
| 134 | 0.687824431306704 | 0.624351137386592 | 0.312175568693296 |
| 135 | 0.758141506651767 | 0.483716986696467 | 0.241858493348233 |
| 136 | 0.681514124614036 | 0.636971750771929 | 0.318485875385964 |
| 137 | 0.669299520341568 | 0.661400959316864 | 0.330700479658432 |
| 138 | 0.597074375793251 | 0.805851248413499 | 0.402925624206749 |
| 139 | 0.474646388314937 | 0.949292776629875 | 0.525353611685062 |
| 140 | 0.40326164577151 | 0.80652329154302 | 0.59673835422849 |
| 141 | 0.609368104686983 | 0.781263790626033 | 0.390631895313017 |
| Meta Analysis of Goldfeld-Quandt test for Heteroskedasticity | |||
| Description | # significant tests | % significant tests | OK/NOK |
| 1% type I error level | 18 | 0.148760330578512 | NOK |
| 5% type I error level | 43 | 0.355371900826446 | NOK |
| 10% type I error level | 60 | 0.495867768595041 | NOK |
